Microsoft Copilot Integrations

Bug0 functions as an AI-driven QA engineer specifically tailored for efficient agentic test automation, ensuring that essential workflows are tested swiftly and consistently with each deployment. Its intelligent AI agents are capable of not only writing tests but also modifying them in response to UI changes, executing these tests during every deployment cycle, while a dedicated engineer reviews each outcome and reports any issues before they enter the production stage. This tool is crafted for fast-paced teams that experience rapid development cycles, where the pace of QA has struggled to keep up, often resulting in test scripts failing quicker than teams can address them, leading to releases that may lack sufficient regression testing. Users can easily articulate a workflow using straightforward language or by submitting a video recording, which Bug0 then transforms into comprehensive test steps that can be adjusted and executed without needing any prior knowledge of Playwright syntax. In addition, its self-healing capabilities enable it to adapt seamlessly to changes in the UI, generating video footage, detailed logs, and AI-driven insights for each execution, all while operating in the cloud with every pull request. This innovative approach not only enhances testing efficiency but also empowers teams to maintain high-quality standards amid rapid development changes.

Reaudit serves as the platform for AI Agent Visibility, GEO, and revenue attribution, tailored for an era dominated by AI agents that identify brands ahead of human users. When consumers utilize ChatGPT, Claude, Perplexity, Gemini, or Copilot for product searches or comparisons, Reaudit ensures that your brand is prominently featured and referenced. It enables tracking of brand mentions, sentiment analysis, citations, and competitor strategies across 11 different AI platforms, including the often overlooked "fanout" queries executed internally by ChatGPT. Furthermore, it allows the creation of GEO-optimized content, such as blogs, FAQs, and videos, in over ten languages, which can be seamlessly published to various content management systems and social media platforms. Additionally, Reaudit integrates Revenue Attribution, connecting AI bot interactions and referrals to tangible revenue generated through Stripe, leveraging GA4, Cloudflare, and first-party tracking methods. Designed to be compatible with the MCP ecosystem, our server incorporates 162 tools, empowering Claude, ChatGPT, Cursor, and other AI agents to manage your complete marketing operations through intuitive natural language commands. Ultimately, Reaudit positions itself as the essential operating system for enhancing brand visibility in this new agent-driven landscape, ensuring that your brand remains at the forefront of consumer awareness.

MaxAEO monitors the visibility of brands within various AI platforms such as ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overview, and Google AI Mode. It assesses factors like AI mentions, the position of recommendations, sentiment analysis, competitor rankings, citations, and identifies content gaps, enabling teams in SaaS, marketing, SEO agencies, ecommerce, and local businesses to better comprehend and enhance their presence in AI-driven searches. By leveraging these insights, companies can strategically adapt their approaches to improve overall performance in the evolving digital landscape.

Ansvisor is a versatile, open-source platform designed for enhancing AI visibility and optimizing AI search, enabling brands to track and elevate their presence on various AI-driven search and answer engines like ChatGPT, Gemini, Claude, and more. This innovative tool offers real-time monitoring of AI citations, mentions, sentiment analysis, and competitor visibility, along with insights into share of voice and AI-generated traffic. Additionally, Ansvisor equips users with advanced content optimization tailored for AI, alongside detailed prompt analytics and citation intelligence, all aimed at facilitating effective AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) strategies. Released under the MIT license, Ansvisor stands out as a customizable and developer-friendly solution, making it particularly valuable for SEO teams, agencies, marketers, startups, and larger enterprises eager to adapt to the evolving landscape of AI-driven search and discovery. With its comprehensive features, Ansvisor positions itself as an essential tool for those looking to leverage the power of AI in enhancing their digital visibility.

GoVISIBLE is a cutting-edge platform designed for Generative Engine Optimization and AI Search Visibility, aimed at monitoring, analyzing, and enhancing brand presence across various AI-driven search and generative engines, including ChatGPT, Gemini, Perplexity, Copilot, Google AI Overview, and AI Mode. This innovative tool meticulously tracks brand mentions, citations, share of voice, prompt performance, sentiment, source influence, competitor visibility, and entity signals within AI-generated outputs. By leveraging this data, GoVISIBLE pinpoint areas where a brand is successfully recognized, identifies gaps in visibility, reveals which sources shape AI-generated answers, and assesses how competitors achieve their visibility. The platform's Action Center effectively transforms visibility gaps into prioritized Geographic Action Opportunities, while the Content Studio aids in the creation and optimization of content tailored to GEO insights, citation possibilities, and AI search trends. With its robust VISIBLE™ Framework, GoVISIBLE translates AI search data into actionable optimization workflows, enabling brands to enhance their digital presence comprehensively. Ultimately, GoVISIBLE empowers businesses to stay ahead in the rapidly evolving landscape of AI-driven search technology.

Cloro serves as a comprehensive API designed to monitor and extract organized data from various AI search engines and their results. By utilizing a single endpoint, Cloro delivers real-time, parsed JSON data from sources such as ChatGPT, Perplexity, Copilot, Gemini, Grok, Google AI Overviews and AI Mode, as well as Google Search and Google News, all tailored for different regions. Businesses leverage Cloro to enhance their brand visibility within AI-generated answers, keep an eye on competitors, conduct rank tracking, and perform large-scale SERP and web search scraping. Furthermore, Cloro enables the integration of AI search data into custom dashboards, reporting, and workflows, ensuring seamless operations for teams. It is compatible with tools like n8n, Zapier, and LangChain, while also accommodating both asynchronous/batch and synchronous requests, including webhooks, and features a usage-based pricing model alongside a free trial option. This flexibility allows organizations of various sizes to maximize their data extraction and monitoring capabilities efficiently.

FixAEO is a platform designed for answer engine optimization that assists teams in evaluating and enhancing their brand's presence in AI-generated responses. It conducts a thorough analysis of AI visibility, citations, technical AEO signals, schema, llms.txt, entity clarity, and content readiness for answers, transforming the results into straightforward solutions. Additionally, teams have the capability to keep an eye on their competitors, rescan their sites, generate reports, and monitor visibility across various platforms such as ChatGPT, Gemini, Claude, Perplexity, Grok, and DeepSeek. Moreover, users can access a complimentary Gemini visibility scan without the need for an API key, making it easier to get started. This tool not only streamlines the optimization process but also empowers brands to stay ahead in the evolving landscape of AI-driven information.

Llumo serves as a fully free AI visibility platform that monitors how various AI models reference your brand within ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews. By linking your own API keys, you can directly compensate providers, removing the burden of costly monthly subscriptions. This platform provides instant analytics on brand mentions along with insights into competitor performance in AI-generated responses, ensuring you stay informed about your brand's presence in the AI landscape. With Llumo, you can harness the power of AI to enhance your marketing strategies effectively.

Qwairy is an innovative generative engine optimization (GEO) platform designed to reveal how AI assistants discuss your brand, the references they utilize, and the competing brands they suggest. It keeps a close watch on various AI platforms such as ChatGPT, Google AI Overviews, AI Mode, Perplexity, Gemini, Claude, Copilot, Grok, Mistral, and DeepSeek, spanning multiple markets and languages. You can track the inquiries made by your potential customers while monitoring the visibility, sentiment, and citations associated with each engine and market, even down to specific query extensions, shopping results, and sponsored advertisements. Once the analysis is complete, Qwairy provides actionable recommendations. It identifies subjects where your competitors have a presence while you do not, composes citation-ready briefs, uncovers backlink possibilities from AI-cited sources, and ensures that AI crawlers can access your essential web pages. To evaluate the effectiveness of your strategies, Qwairy monitors AI crawler engagement, AI-driven referral traffic, and the corresponding revenue, integrating seamlessly with Search Console, GA4 connectors, a REST API, and an MCP server. Brands and agencies can easily get started by signing up for a complimentary plan that includes an initial allocation of 120 credits, making it accessible for various users. Additionally, this platform enhances brand visibility and competitiveness in a rapidly evolving digital landscape.

Stellarcast serves as an answer engine optimization (AEO) tool tailored for marketing teams, brands, and agencies aiming to become the go-to recommendation of AI assistants. As buyers increasingly turn to AI engines like ChatGPT, Gemini, Perplexity, Copilot, Claude, and Grok to make purchasing decisions, Stellarcast mirrors these inquiries and tracks how frequently your brand is referenced, what competitors are mentioned in their place, and how each engine characterizes your offerings. Each metric comes with a P25-P75 range, ensuring that one offbeat response is not misconstrued as a prevailing pattern. Moreover, for any questions you fail to win, Stellarcast pinpoints the underlying reasons, which could range from impeded AI crawlers and insufficient facts to weak third-party coverage or unanswered inquiries from buyers, ultimately providing a tailored solution most likely to bridge the gap. Furthermore, it prepares the necessary adjustments, ensuring that no content is published to WordPress without your team's consent, thus allowing for a collaborative approach to enhancing your brand's visibility in the AI landscape.

Fexillon assists Owner Operators in the management and delivery of Buildings and Infrastructure, from Strategy to Operations. Fexillon pioneered digital transformation in the built environment over 20 years, across all sectors and mission-critical infrastructure. Collaborations are key to the transfer of digital information. This technology is driving the economy of tomorrow in the built environment, from Dublin to the rest. Fexillon's strategic values include partnership, performance and pioneering. These values are a part of our DNA and drive our business.

Empower your security teams to uncover concealed patterns, strengthen defenses, and react to incidents more rapidly with the innovative preview of generative AI. In the midst of an attack, the intricacies can prove costly; therefore, it’s crucial to consolidate data from various sources into straightforward, actionable insights, allowing for incident responses within minutes rather than prolonged hours or days. Process alerts at machine speed, detect threats early on, and receive predictive recommendations to counteract an adversary's next move effectively. The gap between the demand for skilled security professionals and their availability is significant. Equip your team to maximize their effectiveness and enhance their skills through comprehensive, step-by-step guidance for risk mitigation. Interact with Microsoft Security Copilot using natural language queries and obtain practical answers that can be implemented immediately. Recognize an active attack, evaluate its magnitude, and receive remediation steps based on established tactics drawn from actual security scenarios. Furthermore, Microsoft Security Copilot seamlessly integrates insights and data from various security tools, providing tailored guidance specific to your organization’s needs, which enhances the overall security posture.

Intapp Walls enables your organization to effectively oversee, protect, and implement access restrictions to confidential and sensitive data across all systems from one central hub, ensuring that user productivity remains unaffected. It provides comprehensive traceability for wall management, monitoring access, and identifying any attempted breaches. The system maintains the confidentiality of all sensitive client information while adapting to policy and procedural updates from a single location. It secures and manages the safeguarding of sensitive data within the firm’s infrastructure. Additionally, it upholds ethical wall maintenance and compliance with policies through user acknowledgments and dynamically updated access rights. Unauthorized changes are automatically rectified, and proper access is ensured through integrated monitoring and detection mechanisms. Users are kept informed about updates to ethical walls, internal team changes, and acknowledgments via scheduled, on-demand, and event-triggered notifications, ensuring transparency and accountability throughout the organization. With these capabilities, Intapp Walls not only enhances security but also fosters a culture of compliance and awareness among team members.

Intapp Documents revolutionizes Microsoft SharePoint by transforming it into a robust content management system tailored for enhancing collaboration on engagement documents within your firm. By seamlessly integrating with Microsoft 365, your teams gain straightforward access to engagement-focused SharePoint sites, allowing them to organize metadata in a way that leverages AI tools such as Microsoft Copilot, thus streamlining document collaboration workflows. This solution is specifically designed to cater to the preferences and requirements of your professionals, making document management simpler and collaboration more effective, all directly through Microsoft Outlook and SharePoint. By optimizing content management workflows to align with your firm’s operational style, Intapp Documents enhances the delivery of engagement services right from these platforms. Enjoy a holistic view of client work with content that syncs effortlessly across Microsoft 365, ensuring that your firm remains productive and connected. Ultimately, this integration not only boosts the return on investment for your Microsoft 365 resources but also enhances compatibility with other Intapp offerings, paving the way for a more integrated and efficient work environment. As a result, your firm can achieve greater engagement growth and improved operational efficiency.

Intapp Workspaces revolutionizes Microsoft Teams by transforming it into a tailored platform for developing engagement workflows, generating comprehensive insights, and streamlining engagement lifecycle management. Enhance teamwork and connect remote teams seamlessly while ensuring your organization's security and compliance measures are automatically upheld. By alleviating professionals from the weight of administrative tasks, you allow them to concentrate on nurturing client relationships and collaborating effectively on engagement delivery. Foster immediate and effortless collaboration for new engagements, thereby enhancing the return on investment for your firm's Microsoft 365 usage and maximizing productivity. Maintain your organization’s security and governance protocols through automation, even amidst the swift rise in Microsoft Teams' utilization. Create, customize, and oversee workspaces specifically designed for managing engagements, and utilize automated reminders to ensure that workspace owners remain accountable for timely updates on lifecycle changes. This comprehensive approach not only boosts efficiency but also reinforces your firm's commitment to delivering high-quality service.

Acuvity stands out as the most all-encompassing AI security and governance platform tailored for both your workforce and applications. By employing DevSecOps, AI security can be integrated without necessitating code alterations, allowing developers to concentrate on advancing AI innovations. The incorporation of pluggable AI security ensures a thorough coverage, eliminating the reliance on outdated libraries or insufficient protection. Moreover, it helps in optimizing expenses by effectively utilizing GPUs exclusively for LLM models. With Acuvity, you gain complete visibility into all GenAI models, applications, plugins, and services that your teams are actively using and investigating. It provides detailed observability into all GenAI interactions through extensive logging and maintains an audit trail of inputs and outputs. As enterprises increasingly adopt AI, it becomes crucial to implement a tailored security framework capable of addressing novel AI risk vectors while adhering to forthcoming AI regulations. This approach empowers employees to harness AI capabilities with confidence, minimizing the risk of exposing sensitive information. Additionally, the legal department seeks assurance that there are no copyright or regulatory complications associated with AI-generated content usage, further enhancing the framework's integrity. Ultimately, Acuvity fosters a secure environment for innovation while ensuring compliance and safeguarding valuable assets.

Outspeed delivers advanced networking and inference capabilities designed to facilitate the rapid development of voice and video AI applications in real-time. This includes AI-driven speech recognition, natural language processing, and text-to-speech technologies that power intelligent voice assistants, automated transcription services, and voice-operated systems. Users can create engaging interactive digital avatars for use as virtual hosts, educational tutors, or customer support representatives. The platform supports real-time animation and fosters natural conversations, enhancing the quality of digital interactions. Additionally, it offers real-time visual AI solutions for various applications, including quality control, surveillance, contactless interactions, and medical imaging assessments. With the ability to swiftly process and analyze video streams and images with precision, it excels in producing high-quality results. Furthermore, the platform enables AI-based content generation, allowing developers to create extensive and intricate digital environments efficiently. This feature is particularly beneficial for game development, architectural visualizations, and virtual reality scenarios. Adapt's versatile SDK and infrastructure further empower users to design custom multimodal AI solutions by integrating different AI models, data sources, and interaction methods, paving the way for groundbreaking applications. The combination of these capabilities positions Outspeed as a leader in the AI technology landscape.

Opsin represents a pioneering force in the realm of GenAI security solutions. By offering a robust security orchestration layer, Opsin enables organizations to develop GenAI applications while securely handling their data. The platform is equipped with comprehensive enterprise-level security features, including auditing and data lineage, essential for fulfilling security and compliance mandates from the very beginning. It effectively prevents sensitive data from being disclosed or exiting the organization, ensuring protection of information throughout every phase of the process. Additionally, from a development standpoint, Opsin facilitates the smooth integration of data across diverse sources, whether structured, unstructured, or from CRM systems. This capability allows developers to design GenAI applications that are permission-aware, ensuring that only users with proper authorization can access their allowed data. Despite advancements brought by tools like Glean and Microsoft Copilot making GenAI and data more accessible, the challenges surrounding data security and governance continue to persist. Thus, Opsin remains committed to bridging this gap, enhancing the security landscape for future innovations.

The Azure Marketplace serves as an extensive digital storefront, granting users access to a vast array of certified, ready-to-use software applications, services, and solutions provided by both Microsoft and various third-party vendors. This platform allows businesses to easily explore, purchase, and implement software solutions directly within the Azure cloud ecosystem. It features a diverse selection of products, encompassing virtual machine images, AI and machine learning models, developer tools, security features, and applications tailored for specific industries. With various pricing structures, including pay-as-you-go, free trials, and subscriptions, Azure Marketplace makes the procurement process more straightforward and consolidates billing into a single Azure invoice. Furthermore, its seamless integration with Azure services empowers organizations to bolster their cloud infrastructure, streamline operational workflows, and accelerate their digital transformation goals effectively. As a result, businesses can leverage cutting-edge technology solutions to stay competitive in an ever-evolving market.

Aurascape is a cutting-edge security platform tailored for the AI era, empowering businesses to innovate securely amidst the rapid advancements of artificial intelligence. It offers an all-encompassing view of interactions between AI applications, effectively protecting against potential data breaches and threats driven by AI technologies. Among its standout features are the ability to oversee AI activity across a wide range of applications, safeguarding sensitive information to meet compliance standards, defending against zero-day vulnerabilities, enabling the secure implementation of AI copilots, establishing guardrails for coding assistants, and streamlining AI security workflows through automation. The core mission of Aurascape is to foster a confident adoption of AI tools within organizations while ensuring strong security protocols are in place. As AI applications evolve, their interactions become increasingly dynamic, real-time, and autonomous, necessitating robust protective measures. By preempting emerging threats, safeguarding data with exceptional accuracy, and enhancing team productivity, Aurascape also monitors unauthorized app usage, identifies risky authentication practices, and curtails unsafe data sharing. This comprehensive security approach not only mitigates risks but also empowers organizations to fully leverage the potential of AI technologies.

NLWeb is a collaborative initiative by Microsoft designed to facilitate the creation of an intuitive, natural language interface for websites, utilizing any chosen model alongside proprietary data. The primary objective of NLWeb, which stands for Natural Language Web, is to provide the quickest and simplest means of transforming a website into an AI application, enabling users to interact with the site's content through natural language queries, akin to engaging with an AI assistant or Copilot. Each instance of NLWeb functions as a Model Context Protocol (MCP) server, giving websites the option to make their information discoverable and accessible to various agents and participants within the MCP framework. By leveraging semi-structured data formats such as Schema.org and RSS, which many websites already employ, NLWeb integrates these with LLM-powered tools to facilitate natural language interfaces that cater to both humans and AI agents, ultimately enhancing user interaction and engagement. This innovative approach not only streamlines the integration process but also broadens the accessibility of web content for a diverse audience.

Relixir is a cutting-edge platform for AI Generative Engine Optimization (GEO) that assists teams in improving their rankings and boosting sales on AI search engines such as ChatGPT, Perplexity, and Gemini. The platform allows users to simulate countless customer search queries while pinpointing competitive weaknesses and unnoticed opportunities, along with automatically generating high-quality content based on genuine insights from customers and teams. By converting traditional SEO practices into a proactive, adaptive system, Relixir monitors content effectiveness and adjusts to emerging trends, competitors, and the brand's unique voice effortlessly. It provides comprehensive autonomy, proactive oversight, and ongoing learning, empowering businesses to achieve immediate visibility in AI search and transform their support functions into engines of growth without the need for increased personnel. With its self-sustaining intelligence loop, Relixir guarantees that content remains pertinent and in tune with the shifting preferences of customers, establishing it as an invaluable resource for driving inbound growth in today's AI search landscape. Ultimately, its ability to evolve alongside market dynamics sets Relixir apart as a leader in the optimization of digital content strategy.

Limy AI serves as a Generative Engine Optimization (GEO) platform aimed at improving brand exposure within AI-centric search engines such as ChatGPT, Perplexity, and Gemini. By evolving traditional SEO into a responsive, adaptive system, Limy AI empowers companies to generate increased organic leads through AI-enhanced models, boost content visibility with targeted strategies, elevate the volume of brand-specific searches, and draw in potential customers from AI search platforms. The platform provides comprehensive autonomy, proactive oversight, and ongoing adaptability, enabling businesses to swiftly attain AI search visibility while transforming their customer support functions into catalysts for growth without the need for additional staffing. Limy AI's methodology encompasses content assessment, optimization for highlighted snippets, and the creation of superior quality content, ensuring that brands gain recognition from AI-powered search engines and sustain a robust presence in an ever-changing digital environment. Furthermore, Limy AI's innovative solutions position businesses to remain competitive and relevant as digital landscapes continue to evolve.

Brandlight is an advanced AI-driven platform that assists brands in tracking, analyzing, and enhancing their presence across various AI-powered search platforms, including ChatGPT, Bing, and Perplexity. As consumers turn to AI for guidance in their decision-making processes, Brandlight empowers businesses to manage the narratives shaped by AI, thereby boosting brand exposure and refining content at key digital touchpoints. The platform features real-time monitoring of brand performance in comparison to competitors and industry standards, delivering actionable insights like direct sentiment analysis, competitive comparisons, and metrics on share of voice. By identifying which data influences brand perception, users can create and optimize content to achieve higher rankings in AI-driven search results. Brandlight not only helps brands shape AI-generated responses but also drives impactful results by utilizing insights to enhance visibility, authority, and overall sentiment. Additionally, the platform underscores the significance of supplying accurate data to ensure that AI systems provide the most relevant and beneficial outcomes for brands.

Bluefish AI serves as a comprehensive marketing hub designed to manage, create, and analyze brand perception across the AI-driven internet landscape. This innovative platform equips brands with the tools necessary to connect with consumers through advanced enterprise resources that control brand representation. With Bluefish, brands take charge of their narrative in the AI domain, allowing for seamless monitoring of AI performance, ensuring brand safety, and fostering consumer engagement—all from one centralized location. The AI Funnel Consumer Insights feature provides essential data to help brands adjust their content strategies, refine their messaging, and align their data effectively with AI trends. Personalization through LLM technology ensures that brand visibility is unique for each individual user. Gaining insight into brand representation for different audience segments is crucial for enhancing visibility and effectiveness. Moreover, the Bluefish platform offers strategic AI insights and optimization techniques that empower brands to maintain a competitive edge in the rapidly evolving market. By leveraging these capabilities, brands can not only engage consumers effectively but also adapt to the dynamic nature of the AI landscape.

LLMBear is a specialized platform aimed at enhancing your website's ranking and increasing its visibility in the search results of major AI models like Claude Sonnet, OpenAI GPT, Grok, and Gemini. With a robust toolkit, it employs cutting-edge AI visibility strategies that keep your content in the spotlight as the landscape of AI search continues to change. By optimizing your content to fit the preferred formats of LLMs, LLMBear effectively elevates its visibility and enhances rankings significantly. The platform engages in multi-model testing to maintain reliable performance across a variety of AI systems, acknowledging the diverse retrieval methods and ranking criteria each model employs. In addition, LLMBear includes tools for competitive analysis, allowing you to assess how your content performs relative to that of your rivals in AI search results, which helps pinpoint areas for further enhancement. This comprehensive approach ensures your website not only keeps pace with AI advancements but also capitalizes on emerging opportunities for growth.

Anvil serves as a powerful platform designed to enhance your brand’s visibility within ChatGPT, Gemini, and various other large language models (LLMs), creating new avenues for growth, leads, and essential exposure. It offers comprehensive tools for visibility, analysis, comparison, and optimization that elevate your brand's presence. By consistently monitoring AI platforms, Anvil allows you to track your brand's mentions, assess your ranking, and identify strategies to drive more traffic. You can customize your dashboard to focus on the most significant queries by prioritizing specific questions, themes, or topics. Anvil systematically surveys LLMs like ChatGPT, Claude, and Gemini, providing insights into your brand's performance and highlighting areas that need improvement. With its unlimited query tracking, ongoing theme and topic surveillance, and tailored content recommendations based on actual LLM search behaviors, Anvil equips you with the resources to stay ahead in a competitive landscape. This ensures that your brand remains relevant and visible in an ever-evolving digital environment.

Aranda Service Management is a comprehensive IT Service Management (ITSM) software that aims to boost productivity within organizations by offering automated service solutions. It adheres to ITIL 4 best practices and features a user-friendly portal alongside self-service capabilities, which allow clients to submit requests, track the status of their cases, and access a centralized knowledge repository for self-management around the clock. Key advanced features include a priority matrix, financial oversight, structured approval workflows, import/export options, and tools for collecting satisfaction feedback. By incorporating artificial intelligence and machine learning, it provides top-tier self-service experiences while simultaneously lowering support expenses. Additionally, it accommodates multi-project environments, enabling businesses to oversee various service domains beyond IT without the need for extra infrastructure, thus promoting seamless operational efficiency. This flexibility makes it an invaluable asset for organizations looking to streamline their IT and service management processes.

Copilot Audio Expression is a novel feature found in Microsoft’s Copilot Labs that converts written text into vivid, natural-sounding audio narrations. Users can input their scripts by typing or pasting, and they have the option to select between Emotive Mode, where they can pick distinct voice styles such as Oak or other expressive tones, and Story Mode, which combines various voices to create a lively storytelling experience. The AI in this tool is capable of reinterpreting content to make it more engaging and nuanced, often incorporating subtle expressive touches. Currently, it supports the English language and can produce brief audio segments, lasting up to about a minute, in MP3 format, which can be played directly in the browser and downloaded without needing to log in. Additionally, the user-friendly interface features a built-in web player that allows for immediate audio previews. This innovative tool opens up new possibilities for content creators looking to enhance their projects with high-quality audio.

The MAI-1 Preview marks the debut of Microsoft AI's fully in-house developed foundation model, utilizing a mixture-of-experts architecture for streamlined performance. This model has undergone extensive training on around 15,000 NVIDIA H100 GPUs, equipping it to adeptly follow user instructions and produce relevant text responses for common inquiries, thus illustrating a prototype for future Copilot functionalities. Currently accessible for public testing on LMArena, MAI-1 Preview provides an initial look at the platform's direction, with plans to introduce select text-driven applications in Copilot over the next few weeks aimed at collecting user insights and enhancing its capabilities. Microsoft emphasizes its commitment to integrating its proprietary models, collaborations with partners, and advancements from the open-source sector to dynamically enhance user experiences through millions of distinct interactions every day. This innovative approach illustrates Microsoft's dedication to continuously evolving its AI offerings.

MAI-Voice-1 represents Microsoft's inaugural model for generating highly expressive and natural speech, aimed at delivering high-quality, emotionally nuanced audio in both single and multi-speaker contexts with remarkable efficiency, enabling the creation of an entire minute of audio in less than a second using just one GPU. This innovative technology is incorporated into Copilot Daily and Podcasts, enhancing a new Copilot Labs experience where users can explore its expressive speech and storytelling prowess, allowing for the development of interactive "choose your own adventure" stories or customized guided meditations with simple input. The vision for voice technology is to serve as the future interface for AI companions, and MAI-Voice-1 embodies this future with its swift performance and lifelike quality, solidifying its position as one of the most advanced speech generation systems on the market. Microsoft is actively investigating the opportunities presented by voice interfaces to foster engaging, personalized interactions with AI systems, potentially transforming how users connect with technology. Through these advancements, the integration of MAI-Voice-1 is set to redefine user experiences in various applications.

Microsoft Copilot in Azure redefines cloud operations with a generative AI companion built directly into the Azure platform. Designed for developers, IT admins, and cloud architects, it leverages natural language to help users configure, deploy, and manage resources with precision. By analyzing your environment, Copilot provides tailored recommendations for scalability, reliability, cost optimization, and security compliance. Its intelligent automation assists with complex commands, real-time troubleshooting, and data orchestration across multiple Azure services. With deep integration into tools like Azure Monitor, Kubernetes Service, and Backup, Copilot ensures a seamless workflow from application development to infrastructure management. Microsoft’s robust security framework—with 34,000 dedicated engineers and 100+ certifications—ensures every AI-assisted action meets enterprise standards. The result is faster problem-solving, improved efficiency, and reduced operational overhead. Built on responsible AI principles, Copilot in Azure combines innovation and trust to help organizations maximize the value of their cloud investments.

Temso AI serves as a resource for brands, providing insights into their visibility, portrayal, and competitive standing in prominent AI search engines. It consistently monitors brand mentions across major LLMs, assessing how a brand compares to its rivals while identifying avenues for enhancing its presence in AI-generated responses. By offering straightforward analytics, comparative benchmarks, and practical suggestions, Temso AI empowers businesses to grasp their actual footprint in the swiftly evolving landscape of AI search. Furthermore, it enables organizations to take proactive measures in influencing customer interactions with their brand through sophisticated models tailored for the digital age.

Infiterra serves as a subscription-commerce platform tailored for IT distributors, managed-service providers, and telecommunications companies that aim to enhance and automate their cloud services and reseller operations. By providing an integrated solution that merges product catalog management, vendor onboarding, subscription sales, billing, invoicing, and reseller administration into a single platform, it transforms what could easily become a disjointed array of tools and spreadsheets into a cohesive and efficient workflow. The platform facilitates real-time updates to product catalogs across various vendors, accommodates diverse pricing structures such as usage-based, subscription, or hybrid models, and empowers sellers to bundle services and apply volume discounts. Additionally, Infiterra adeptly manages compliance across multiple currencies and regions while offering a customizable white-label marketplace tailored for both end customers and resellers. Its advanced quote-to-bill engine streamlines the processes of quoting, order provisioning, credit control, payment processing, and invoicing, leading to a marked decrease in manual effort and errors, as well as minimizing financial friction. Overall, Infiterra not only increases efficiency but also enhances the overall customer experience in the cloud services sector.

Adaptive Content Security™ (Bonfy ACS™) represents a groundbreaking approach to data protection tailored for the era of Generative AI, designed to identify and thwart sensitive data leaks, misinformation, intellectual property misuse, toxic content, and various other risks associated with both AI-generated and human-created content before they can compromise trust or tarnish reputations. This innovative tool seamlessly integrates with Microsoft 365 applications such as Mail, SharePoint, Entra, Purview, and Copilot, while also connecting to popular SaaS platforms like Salesforce, HubSpot, Google Workspace, and Slack, ensuring comprehensive protection for data whether it is at rest, in transit, or actively in use, all while enforcing real-time governance. Utilizing cutting-edge AI technology, Bonfy ACS leverages business context and entity-aware analysis alongside adaptive business logic to minimize false positives and highlight significant risk incidents; it automates contextual data labeling and remediation efforts and features detailed, interactive dashboards that offer risk scoring, customizable views, and compliance reporting. With its sophisticated capabilities, Bonfy ACS not only enhances data security but also empowers organizations to maintain their integrity in an increasingly complex digital landscape. By prioritizing user-friendly interfaces and actionable insights, it ensures that businesses can respond swiftly to potential threats, fostering an environment of trust and reliability.

Microsoft has introduced Copilot Checkout and Brand Agents, innovative AI-enhanced commerce features aimed at streamlining the customer journey from exploration to purchase, allowing users to discover, evaluate, and finalize transactions within an AI chat without leaving the conversation, all while ensuring that merchants retain oversight of the sale and customer interactions. The Copilot Checkout feature integrates a seamless conversational shopping and payment process into the Microsoft Copilot AI platform, enabling customers to inquire about products, receive tailored recommendations, compare choices, and finalize purchases directly within the chat interface, eliminating the need for redirects and enhancing the user experience, with payment processing managed through established partners such as PayPal, Shopify, and Stripe. Additionally, Brand Agents serve as AI-driven shopping assistants that merchants can implement on their own websites, initially through platforms like Shopify and Microsoft Clarity, to offer personalized brand-centric conversational support, address customer inquiries in the brand’s unique tone, and assist visitors in navigating inventory and overcoming concerns. This combination of tools not only enhances the shopping experience but also empowers brands to maintain their identity and engage customers more effectively.

Copilot Cowork is an advanced feature within Microsoft 365 Copilot that focuses on turning AI-generated ideas into real actions across workplace applications. Instead of functioning only as a conversational assistant, the system is designed to execute tasks, coordinate workflows, and help users manage complex work processes. Users simply describe what they want to achieve, and Copilot Cowork transforms the request into a structured execution plan. Powered by Microsoft’s Work IQ technology, the system analyzes information from emails, meetings, files, and messages to understand context across the Microsoft 365 ecosystem. It can help organize schedules by reviewing Outlook calendars, identifying conflicts, and suggesting meeting adjustments to protect focus time. The tool can also generate meeting preparation materials such as presentations, briefing documents, and follow-up messages for teams. For research tasks, Copilot Cowork gathers information from internal files and external sources, organizing findings into structured reports and spreadsheets. The platform can even coordinate cross-team initiatives such as product launch planning by creating analysis documents, competitive comparisons, and project timelines. All actions remain visible and controllable, allowing users to review recommendations and approve updates before they are executed. Designed for enterprise environments, Copilot Cowork operates within Microsoft 365’s security, compliance, and governance framework to ensure safe and reliable task automation.

Dageno is a comprehensive AI visibility platform designed to help marketing teams track, analyze, and improve their presence across both traditional search engines and AI-driven answer platforms like ChatGPT, Claude, and Perplexity. It provides tools to monitor brand visibility, analyze user intent, and identify content gaps based on real user prompts. The platform includes features such as AI visibility tracking, competitor sentiment analysis, and brand entity management to reduce misinformation and improve accuracy in AI responses. Dageno also offers a content engine that generates SEO- and GEO-optimized content, along with a strategy agent that delivers actionable insights and automated growth plans. By integrating data from multiple sources, it enables businesses to align their SEO strategies with the evolving landscape of AI search.

LEGALFLY is an advanced legal operating system that leverages AI technology to empower enterprise in-house teams, facilitating the management of a comprehensive array of legal tasks through secure and automated workflows that include contract review, drafting, legal research, due diligence, and regulatory oversight. By converting incoming legal inquiries into organized, end-to-end workflows, it captures essential context, directs tasks to suitable AI agents, and coordinates execution across various phases such as review, negotiation, and compliance evaluations. The system utilizes company-specific guidelines and standards to ensure uniformity, automatically identifying potential risks, producing redlined documents, and creating summaries that are ready for negotiation, all while preserving a transparent audit trail of every decision made. Furthermore, it enhances document drafting processes by transforming contracts into intelligent templates that not only generate compliant initial drafts but also auto-fill critical information and apply clause logic tailored to jurisdiction, deal context, and risk assessment, ultimately streamlining legal operations. This innovative approach allows organizations to optimize their legal functions, ensuring accuracy and efficiency in a rapidly evolving regulatory landscape.

Graphite Atlas aims to revolutionize the way static business diagrams are utilized by converting them into a dynamic, interconnected framework that provides real-time insights about organizational functions. Rather than relying on disjointed tools like organizational charts, spreadsheets, and process documents that act as isolated “dead ends,” it constructs a cohesive and queryable representation of the interrelations among individuals, processes, systems, and outcomes. By harnessing the power of graph database technology, it transforms business knowledge into a vibrant model that users can navigate, enabling them to trace dependencies, pinpoint gaps, and comprehend cause-and-effect relationships throughout the organization. This innovative approach allows users to depict roles, workflows, metrics, and reporting hierarchies within a single visual interface, facilitating a comprehensive view of accountability, process flow, and performance indicators. Once this infrastructure is set up, it enables AI to produce detailed documentation, including Standard Operating Procedures (SOPs), onboarding resources, and process manuals, enhancing operational efficiency and clarity. Ultimately, Graphite Atlas not only fosters a deeper understanding of organizational dynamics but also empowers users to make informed decisions based on real-time data and insights.

PromptEden serves as a monitoring solution for AI visibility, specifically designed for entrepreneurs and marketers eager to understand their brand's presence within AI assistants. When consumers inquire with ChatGPT about optimal payment APIs or request Claude to establish email automation, the responses generated by these AI systems can significantly influence which brands are recognized. While some brands consistently feature in these exchanges, others may remain entirely overlooked, often without any awareness of their absence. PromptEden conducts hundreds of daily prompts across nine different AI platforms, including ChatGPT, Claude, Gemini, and others, providing insights into what is being said about your brand. Users can access their visibility scores, identify competitor brands that AI suggests within their niche, and discover which sources are preferred over theirs, along with the changes that occur when AI models receive updates. This tool focuses solely on monitoring rather than optimizing brand performance. Additionally, the platform is designed with an API-first approach, utilizing scoped keys for functionality, and subscription plans begin at $49 per month, making it accessible for various business needs. With PromptEden, brands can better navigate the evolving landscape of AI-driven consumer interactions.

Straiker is an innovative security platform designed exclusively for safeguarding enterprise AI applications and autonomous agents, particularly addressing the emerging hazards posed by “agentic AI” systems that engage with various tools, APIs, and sensitive data. By offering comprehensive visibility and control throughout the entire AI stack, it analyzes behavioral signals from models, prompts, tools, identities, and infrastructure, which facilitates the immediate detection and prevention of AI-specific threats, including prompt injection, privilege escalation, data exfiltration, and the misuse of tools. The platform integrates continuous discovery, adversarial testing, and runtime protection through essential components such as Discover AI, Ascend AI, and Defend AI, working in harmony to identify all active agents, simulate potential attacks to reveal weaknesses, and implement real-time protective measures during operation. Its intricate, multi-layered architecture captures profound contextual signals from user interactions, network activities, and agent workflows, ensuring a robust defense against evolving threats. As AI technologies continue to advance, the necessity for such tailored security solutions will become increasingly critical for enterprises navigating this complex landscape.

Microsoft Frontier Tuning enables businesses to tailor one or multiple of Microsoft’s leading MAI models to fit their specific operational requirements, allowing for training in a secure setting rather than depending on a standard AI model. The customization process begins by outlining the objectives and criteria for success, followed by integrating data, workflows, and insights gathered from Microsoft 365 and other sources. Continuous improvement is achieved through ongoing training and iterative refinement, with the model being deployed in platforms like Microsoft Foundry or Copilot, where it can enhance itself based on actual usage patterns. This innovative approach ensures that the models are well-versed in the organization’s terminology, context, processes, and expertise while maintaining strict privacy and security for all data within the client’s ecosystem. Additionally, Microsoft Frontier Tuning empowers teams with greater control over their models, minimizes the risks of vendor lock-in, and maximizes the return on investment by providing cutting-edge performance paired with exceptional token efficiency. As a result, organizations can expect to see enhanced operational effectiveness and a stronger alignment with their unique business strategies.

Pillar Security serves as a comprehensive AI security platform designed to safeguard the agentic workforce throughout the entire AI lifecycle, encompassing stages from development to deployment and ongoing runtime protection. By integrating business context during phases of discovery, testing, and protection, it ensures that security intelligence accumulates across various AI applications, including agents, models, prompts, frameworks, tools, MCP servers, skills, coding agents, and both SaaS and cloud environments. The platform enables organizations to identify and manage AI assets effectively, even those that are unapproved or fall under shadow AI, while also evaluating risks related to supply chain and overall security posture. Additionally, it maps out the attack surfaces associated with agentic systems and verifies critical vulnerabilities that need addressing. With its AI Security Posture Management features, Pillar scrutinizes interconnected agents, tools, permissions, data sources, prompts, models, and supply chain elements to reveal high-risk pathways, policy breaches, misconfigurations, and potential threats posed by coding agents, all of which enhance the understanding of the impact when a single component encounters a breach. Ultimately, Pillar Security empowers organizations to maintain a robust security framework while navigating the complexities of AI technology.

Aion 1.0 Plan is Microsoft's innovative local agentic reasoning framework for Windows that facilitates fully agentic workflows on devices without relying on cloud services or incurring per-token expenses. This model boasts an impressive 14 billion parameters and a context length of 32K, and it is integrated directly into Windows on compatible devices. In contrast to smaller on-device models that concentrate on basic text processing, Aion 1.0 Plan is specifically designed for local agentic reasoning, allowing applications to comprehend user intentions, utilize tools, manage files, and coordinate sub-agents directly on the device itself. It represents the latest evolution in Microsoft’s suite of on-device small language models, created for efficient local execution and signifying a shift from scalable text intelligence to more advanced local planning capabilities. Aion 1.0 Plan is a crucial component of Windows' overarching initiative to deliver “unmetered intelligence,” where cutting-edge models tackle the most complex challenges while local models provide ongoing, cost-effective agent workflows. Ultimately, this advancement reflects a significant leap forward in how users can interact with their devices, enhancing productivity and streamlining tasks in everyday computing.

Adobe Brand Visibility serves as a comprehensive generative engine optimization tool designed for enterprise-level brands, enabling teams to comprehend, enhance, and evaluate how AI systems discover, reference, and depict their presence. The application offers insights across multiple AI platforms such as ChatGPT, Claude, Perplexity, Google AI Mode, Google AI Overviews, and Microsoft Copilot, while also providing benchmarking for share-of-voice and understanding how AI crawlers interact with a website. Leveraging data from over 281 million AI search prompts, clickstream analytics, competitive assessments, SEO authority, and various search signals, it pinpoints areas where brands fall short in AI-generated answers and highlights the topics, prompts, and content investments that could boost their visibility. The platform generates actionable briefs that reveal how a single optimization can enhance a cluster of topics and identify where competitors are succeeding or leaving gaps in the market. Additionally, teams can address issues such as blocked crawlers, absent structured data, 404 errors, and technical geo-related challenges directly at the CDN edge or the content source without needing engineering assistance, streamlining the process of improving brand representation in AI systems. This functionality not only saves time but also empowers teams to make informed decisions that drive brand growth.

Darktrace / SECURE AI offers a comprehensive AI security solution that consolidates all AI interactions within an organization into a unified perspective, enabling teams to grasp intentions, evaluate risks, safeguard sensitive information, and ensure compliance with policies. It provides real-time monitoring of prompts, sessions, and responses across various enterprise GenAI tools like Microsoft Copilot and ChatGPT Enterprise, as well as low-code environments such as Microsoft Copilot Studio, high-code platforms like Amazon Bedrock and SageMaker, SaaS applications, and secure access service edge (SASE). Utilizing behavioral analytics, it effectively differentiates between routine business activities and notable or hazardous anomalies, thereby identifying conversational prompt attacks, harmful chaining, and other unsafe actions without solely depending on historical attack patterns. Darktrace's unique ability to learn directly from the environment it secures enables it to recognize new and AI-related threats upon their initial occurrence. This adaptive learning capability enhances its effectiveness in proactively addressing emerging security challenges within an increasingly complex technological landscape.

Onyx serves as a robust AI control platform designed for the discovery, protection, governance, optimization, and evaluation of AI agents and models within an organization. It provides crucial visibility for security, governance, and AI teams into both authorized and unauthorized AI activities across various environments, including SaaS applications, cloud services, endpoints, and code, encompassing aspects such as prompts, responses, and agent behaviors. The AI Security feature enhances the organization's security posture by pinpointing vulnerabilities and implementing real-time safeguards against potential threats and misuse. Meanwhile, AI Governance ensures compliance with security standards and regulatory mandates by offering opt-in coverage and allowing policy controls to be articulated in natural language. Additionally, AI Orchestration streamlines the process of deploying agents and Multi-Cloud Platforms (MCPs), while optimizing for cost, accuracy, and latency. The AI ROI component facilitates the measurement of adoption, the establishment of objectives, and the tracking of results across various departments within the organization. Furthermore, the Onyx Guardian Agent functions as an overseeing AI, perpetually identifying risks and resolving issues throughout the platform, thereby enabling organizations to effectively manage a large number of agents seamlessly. Ultimately, Onyx empowers businesses to harness the full potential of AI while maintaining control and oversight.

Authority Radar is a comprehensive SEO platform that integrates search visibility, monitoring of AI answer-engine presence, content recovery, and planning functionalities all within a single interface. Unlike conventional tools that merely inform you of your Google ranking, Authority Radar offers a deeper analysis, monitoring your brand's visibility in AI answer engines such as ChatGPT, Perplexity, Gemini, and Claude. It provides insights on the frequency of your appearances, the sentiment associated with them—be it positive, neutral, or negative—how you stack up against your competitors, and which websites are contributing to those responses, empowering you to strategically position your brand. Additionally, on the Google front, it seamlessly integrates with Search Console with just one click, transforming raw data into organized topics, identifying cannibalization issues, and highlighting quick-win opportunities for improving click-through rates, all while preserving a historical record beyond Google's standard 16-month data retention limit. Furthermore, its Content Recovery features not only identify pages that have experienced traffic declines but also offer actionable strategies to reclaim that traffic, allowing users to validate the effectiveness of their improvements. This holistic approach ensures that users are equipped with the tools needed to enhance both their search visibility and content strategy effectively.

Samadhan, a Gold Microsoft Partner and a division of RITC Pvt Ltd, has been actively involved in the IT sector since 1989. As a comprehensive provider of ERP solutions, Samadhan primarily utilizes the Microsoft Dynamics product suite to tailor specific offerings for its clientele. Their services encompass the sale of software licenses along with implementation support, including training to ensure effective use of the ERP systems. To enhance their service delivery, Samadhan collaborates with partners both within and outside the Microsoft ecosystem, allowing them to better meet the diverse needs of their customers. In the competitive manufacturing industry, achieving success hinges on producing the correct products in the appropriate quantities and at the right time, all while maintaining high quality. The pebblestone|fashion solution caters to the distinct requirements of this sector, providing complete oversight of the operations of a typical manufacturing, export, or retail business, starting from the initial quote and sample submission to ensuring customer satisfaction and loyalty. By integrating these comprehensive solutions, Samadhan empowers businesses to streamline their processes and enhance overall efficiency.